Shixuan Li

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

ICLR (2) CVPR (1) ICML (1)

Top co-authors

Paul Bogdan (4) Xiongye Xiao (3) Heng Ping (2) Mingxi Cheng (2) Yaxing Li (2) Defu Cao (2) Sophia I. Thomopoulos (1) Peiyu Zhang (1) Yi-Zhuo Zhou (1) Chenyu Zhou (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Reinforcement Learning (1) Robotics (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Systems (1)

Keywords

representation learning (1) sentiment analysis (1) information bottleneck (1) multimodal learning (1) sample complexity (1) network analysis (1) optimal control (1) system identification (1) linear quadratic regulator (1) latent representation (1) mixture of expert (1) image-text retrieval (1) expert routing (1) load balancing (1) deep learning framework (1) large language model (1) emergent ability (1) brain age prediction (1) multifractal analysis (1) neuron dynamics (1)

Papers

ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization CVPR 2026 End-to-End Learning Framework for Solving Non-Markovian Optimal Control ICML 2025 Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models ICLR 2025 Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning ICLR 2024